Wings for Pegasus: creating large-scale scientific applications using semantic representations of computational workflows

Authors:
Yolanda Gil;Varun Ratnakar;Ewa Deelman;Gaurang Mehta;Jihie Kim
Affiliations:
Information Sciences Institute, University of Southern California, Marina del Rey, CA;Information Sciences Institute, University of Southern California, Marina del Rey, CA;Information Sciences Institute, University of Southern California, Marina del Rey, CA;Information Sciences Institute, University of Southern California, Marina del Rey, CA;Information Sciences Institute, University of Southern California, Marina del Rey, CA
Venue:
IAAI'07 Proceedings of the 19th national conference on Innovative applications of artificial intelligence - Volume 2
Year:
2007

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Abstract

Analysis of postgenomic biological data (such as microarray and SNP data) is a subtle art and science, and the statistical methods most commonly utilized sometimes prove inadequate. Machine learning techniques can provide superior understanding in many ...